Now, police are asking for the public's assistance to try to find the man, whose image was caught on surveillance photos.

"The preliminary investigation reveals that on February 15, 2013, at approximately 1:00 pm, the suspect robbed the SunTrust Bank in the 5700 block of Crain Highway in Upper Marlboro. The suspect approached a teller and passed a note demanding money. He made off with an undisclosed amount of money," police said in a news release.

The suspect is described as a black male, light complexioned, in his 40's, roughly 5'8" and between 160-170 pounds. He wore a black baseball cap, a blue windbreaker jacket and khaki pants.

Anyone with information on this investigation is asked to call the CID Robbery Unit at 301-772-4905.